A PPO agent leveraging reinforcement learning performs Penetration Testing in a simulated computer network environment. The agent is trained to scan for vulnerabilities in the network and exploit them to gain access to various network resources.
☆30Apr 2, 2025Updated last year
Alternatives and similar repositories for RL4RedTeam
Users that are interested in RL4RedTeam are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Modelling Capture-the-Flag Challenges Using Reinforcement Learning☆15Jul 30, 2022Updated 4 years ago
- PenGym: Pentesting Training Framework for Reinforcement Learning Agents☆62Dec 19, 2024Updated last year
- Deep RL agents for NASimEmu. See also https://github.com/jaromiru/NASimEmu.☆15Jul 16, 2024Updated 2 years ago
- Multi-Agent Reinforcement Learning on network-security☆23Apr 12, 2022Updated 4 years ago
- State of vulnerabilties report☆11Feb 20, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A curated list of resources dedicated to reinforcement learning applied to cyber security.☆1,100Jul 21, 2026Updated 2 months ago
- ☆15Jan 25, 2025Updated last year
- [Tensorflow] A Game Theoretic approach using GAN for Phishing URL synthesis and detection☆11Nov 14, 2022Updated 3 years ago
- An open source reinforcement learning codebase with a variety of intrinsic exploration methods implemented in PyTorch.☆11Feb 6, 2023Updated 3 years ago
- Code for the Reset-free Trial and Error learning paper (RTE) experiments☆10Jan 3, 2018Updated 8 years ago
- ☆11Jan 11, 2022Updated 4 years ago
- ☆10Jun 28, 2022Updated 4 years ago
- This is the official code repository for paper "Quantization Aware Attack: Enhancing Transferable Adversarial Attacks by Model Quantizati…☆14Sep 21, 2025Updated last year
- Code for Policy Consolidation for Continual Reinforcement Learning☆10May 12, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.☆25May 20, 2024Updated 2 years ago
- Opinionated library for managing hyperparameters and mutable state of machine learning training systems.☆19Aug 4, 2023Updated 3 years ago
- MDP and RL interface for PDDL domains via PDDL.jl + POMDPs.jl.☆16Jun 14, 2024Updated 2 years ago
- AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning☆449Feb 15, 2022Updated 4 years ago
- Reinforcement Learning for Classical Planning☆12Apr 13, 2022Updated 4 years ago
- ☆60Sep 25, 2025Updated last year
- The goal of this repo is to become a benchmark for pentesting☆24Oct 25, 2024Updated last year
- Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting☆16Feb 14, 2024Updated 2 years ago
- MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models, sloppily ported to cog/replicate☆12Apr 25, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Tutorial on Multi-Agent Reinforcement for Train Scheduling☆11May 18, 2020Updated 6 years ago
- Fast reinforcement learning research☆65May 25, 2026Updated 4 months ago
- ☆16Dec 22, 2017Updated 8 years ago
- An implementation of several unsupervised object discovery models (Slot Attention, SLATE, GNM) in PyTorch with pre-trained models.☆14May 26, 2025Updated last year
- Reward Estimation for Variance Reduction in Deep Reinforcement Learning☆23Oct 26, 2018Updated 7 years ago
- Basic 3D Collision Detection and Resolution implementation Using GJK and EPA algorithms.☆20Jan 29, 2021Updated 5 years ago
- [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"☆25Mar 28, 2024Updated 2 years ago
- JAX compilation of RDDL description files, and a differentiable planner in JAX.☆18Updated this week
- ☆13Jan 18, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- MYSQL plugin that allows RCE through a query☆10Mar 21, 2019Updated 7 years ago
- Python bindings for the Rusty Object Notation.☆19Aug 10, 2026Updated 2 months ago
- ☆17Mar 15, 2024Updated 2 years ago
- ☆10May 13, 2026Updated 5 months ago
- ☆19Jan 31, 2023Updated 3 years ago
- Mysql4 on Docker☆11May 20, 2016Updated 10 years ago
- Reinforcement learning training framework for entity-gym environments.☆17Mar 18, 2024Updated 2 years ago